The coding problem I got asked was: Create a function that goes from one word to another word changing one letter at a time where each word in-between must exist in a dictionary and returns the shortest number of steps to do this. I found the solution to this on GeeksForGeeks but still don't know how anyone would solve it, especially in like 20 minutes while someone is watching you code. SQL questions were straight-forward. I got some definition questions about 'many-to-one' and 'one-to-many' relationships. Other than that, just writing queries to join and aggregate different tables. Other than that, mainly just behavioral questions, with one big data pipeline hypothetical question about how I would solve the problem they face.
Machine Learning Interviews
Machine Learning Interview Questions
"To get a job in machine learning, you must have the programming and mathematical knowledge to create artificial intelligence that is capable of learning new tasks without being explicitly coded. In an interview you may be asked about your experience with pertinent coding languages such as Java and C++ as well as with writing algorithms. The interview will be comprised mainly of technical questions that test your knowledge of the fundamental concepts of machine learning such as data mining and signal processing."
8,232 machine learning interview questions shared by candidates
The focus was on understanding the skills mentioned in the resume. How can you solve a particular use-case using those skills? and How you will be able to contribute to the company?
create big data serving APIs as per requriments.
Past project/professional/research experience. Did you have experience with producing real world impact research?
One image processing coding question, one SQL questions, and one HTTP request processing question.
Leetcode question on finding paths in a graph problem.
Maximum increasing subsequence in a binary tree. Not sorted.
What is the difference between ReLU and Sigmoid, L1 vs L2 regularisation, DFS LC Question
I didn't have an interview with a person, it was through an automated platform.
Two multiple choice questions about machine learning models, One that was closer to basic data science Two to implement machine learning algorithms "from the ground up"
Viewing 3381 - 3390 interview questions